Three-dimensional characterization of regional lung deformation

被引:68
作者
Amelon, Ryan [2 ]
Cao, Kunlin [3 ]
Ding, Kai
Christensen, Gary E. [3 ]
Reinhardt, Joseph M.
Raghavan, Madhavan L. [1 ,2 ]
机构
[1] Univ Iowa, Seamans Ctr 1136, Dept Biomed Engn, Iowa City, IA 52242 USA
[2] Univ Iowa, Ctr Comp Aided Design, Iowa City, IA 52242 USA
[3] Univ Iowa, Dept Elect Engn, Iowa City, IA 52242 USA
关键词
Lung; Deformation; Strain; Anisotropy; Registration; X-RAY CT; VENTILATION; SEGMENTATION; REGISTRATION; IMAGES; EXPANSION; STRETCH; STRAIN; INJURY; DOGS;
D O I
10.1016/j.jbiomech.2011.06.009
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The deformation of the lung during inspiration and expiration involves regional variations in volume change and orientational preferences. Studies have reported techniques for measuring the displacement field in the lung based on imaging or image registration. However, means of interpreting all the information in the displacement field in a physiologically relevant manner is lacking. We propose three indices of lung deformation that are determinable from the displacement field: the Jacobian-a measure of volume change, the anisotropic deformation index-a measure of the magnitude of directional preference in volume change and a slab-rod index-a measure of the nature of directional preference in volume change. To demonstrate the utility of these indices, they were determined for six human subjects using deformable image registration on static CT images, registered from FRC to TLC. Volume change was elevated in the inferior-dorsal region as should be expected for breathing in the supine position. The anisotropic deformation index was elevated in the inferior region owing to proximity to the diaphragm and in the lobar fissures owing to sliding. Vessel regions in the lung had a significantly rod-like deformation compared to the whole lung. Compared to upper lobes, lower lobes exhibited significantly greater volume change (19.4% and 21.3% greater in the right and left lungs on average; p < 0.005) and anisotropy in deformation (26.3% and 21.8% greater in the right and left lungs on average; p < 0.05) with remarkable consistency across subjects. The developed deformation indices lend themselves to exhaustive and physiologically intuitive interpretations of the displacement fields in the lung determined through image-registration techniques or finite element simulations. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2489 / 2495
页数:7
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